DMS Cameras for Taxi Fleet Drivers in Vietnam

DMS Cameras for Taxi Fleet in Vietnam

Current Situation of Vietnam’s Taxi Industry

With the accelerated urbanization of Vietnam and continuous growth of ride-hailing and traditional taxi services, the taxi industry is advancing toward digital and intelligent fleet management. At present, the market volume of taxis and ride-hailing vehicles in Vietnam has reached hundreds of thousands. Traditional taxi companies, airport taxi fleets, corporate shuttle fleets and new energy taxi operators are all accelerating the deployment of intelligent on-board management devices.

In recent years, new operation models represented by electric taxis have kept expanding. For instance, local Vietnamese new energy taxi enterprises are pushing large-scale electric vehicle fleets, which further raises demands for vehicle networked management and driving safety monitoring.

Entering 2026, Vietnam’s taxi industry has set higher standards for vehicle safety supervision, driver behavior management and transparent operation. Fleet operators need to track vehicle locations, operational statuses and driving trajectories, and also identify risky driving behaviors such as driver fatigue, distracted driving and irregular operations in real time. Therefore, intelligent taxi management solutions equipped with AI Driver Monitoring System (DMS) have become a core direction for fleet upgrading.

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Reasons to Install DMS Cameras on Vietnamese Taxis

Traditional taxi management mainly relies on GPS positioning, manual inspections and passenger complaint feedback, which have obvious drawbacks:

• Failure to judge driver status in real time

• Difficulty in timely detection of dangerous behaviors including drowsy driving and inattention

• Lack of valid video evidence after traffic accidents

• Inability of fleet managers to accurately evaluate drivers’ safety performance

For taxi operating enterprises, drivers are the core factor of safe vehicle operation. Long consecutive driving hours, night shifts and heavy pressure during peak hours easily lead to the following risky driver behaviors:

• Fatigued driving

• Eyes closed and yawning

• Mobile phone use

• Smoking

• Attention diverted from the road

• Failure to fasten seat belts

DMS cameras analyze drivers’ facial conditions and behaviors in real time via AI visual algorithms, shifting the management mode from post-accident traceability to pre-accident early warning. The YUWEI taxi fleet management solution integrates driver cameras and AI algorithms to identify fatigue, distraction, phone usage, smoking and unfastened seat belts, with synchronized alerts on local devices and cloud platforms.

For Vietnamese taxi companies, deploying DMS systems delivers the following core values:

1. Enhanced Passenger Safety

Taxi services directly serve the public, and driving safety exerts a direct impact on corporate brand image. DMS can detect hazardous driving conditions in advance and send voice reminders to prompt drivers to correct their behavior promptly.

2. Reduced Risk of Traffic Accidents

A large number of traffic accidents stem from driver fatigue and reduced concentration. Continuous driving status monitoring via DMS systems can cut down accidents caused by human error.

3. Strengthened Fleet Operation Supervision

Managers no longer need to rely on random manual checks; they can access the following data via the backend platform:

• Real-time status of each taxi

• Driver behavior scores

• Records of risk incidents

• Playback of historical videos

4. Improved Efficiency of Insurance Claims and Accident Handling

When traffic accidents occur, the system provides the following supporting materials:

• Driver behavior data

• Driving videos

• GPS trajectories

• Status records before and after accidents

These resources help enterprises complete accident analysis and liability judgment efficiently.

Intelligent DMS Camera Solution for Vietnamese Taxi Drivers

For the application scenarios of Vietnam’s taxi fleets, an integrated solution of AI Camera + MDVR + GPS Positioning + Cloud Management Platform is recommended.

System Architecture

Driver

  ↓

DMS AI Camera

  ↓

MDVR On-board Video Recorder

  ↓

4G Network Transmission

  ↓

Cloud Fleet Management Platform

  ↓

Operation Management Center

This integrated solution realizes driver behavior monitoring while integrating vehicle positioning, road environment perception and remote video management.

1. Driver DMS Camera (Core Equipment)

Recommended Model

YUWEI DSM Camera Y9

Product Features

• Infrared night vision function

• AI driver status recognition

• Supports 720P high-definition image capture

• Wide viewing angle covering the entire driving area

• Round-the-clock stable operation

Core Detection Functions

Fatigue Driving Detection

AI algorithms analyze the following indicators to determine whether the driver is fatigued:

• Eye closure duration

• Blinking frequency

• Yawning movements

Distracted Driving Detection

Identifies the following abnormal conditions:

• Prolonged gaze diverted from the road

• Abnormal frequent left/right glances

• Declined concentration

Mobile Phone Usage Detection

Detects the following phone-related behaviors:

• Handheld mobile phones

• Making/receiving calls

• Operating mobile devices

Smoking Detection

Identifies smoking behavior of drivers and triggers alarms.

Seat Belt Detection

Judges whether the driver has fastened the seat belt through visual algorithms.

2. ADAS Forward Driving Assistance Camera

Apart from driver monitoring, taxis also require road risk identification. The ADAS camera is installed on the vehicle’s front windshield to deliver the following functions:

• Forward Collision Warning (FCW)

• Lane Departure Warning (LDW)

• Following distance monitoring

• Road hazard reminders

YUWEI’s ADAS camera solution supports intelligent road environment analysis, forming dual safety protection covering driver status + road environment together with DMS.

3. MDVR On-board Mobile Digital Video Recorder

Recommended Model

YUWEI Mobile DVR F4

Core Functions

• Multi-channel high-definition video input

• Local video recording and storage

• 4G remote data upload

• GPS/BDS dual-mode positioning

• Supports data fusion of DMS and ADAS

As the data hub of the whole system, the MDVR integrates:
DMS data collection - Video recording - Vehicle positioning - Remote communication

All integrated data is uploaded to the cloud management platform.

Taxi Fleet Management Solution: Hardware Configuration, Application Scenarios & Realizable Functions

1. Recommended Hardware Configuration Table

Typical Application Scenarios & Supported Functions

Scenario 1: Daily Operation Supervision of Taxis

Applicable Objects

Urban taxi fleets, airport taxis, corporate shuttle taxis

Realizable Functions

• Real-time vehicle location viewing

• Vehicle operating status monitoring

• Historical video playback retrieval

• Full lifecycle driver behavior management

Scenario 2: Driver Safety Management

Applicable Objects

Taxis with long daily operating hours

Real-time DMS Monitoring Logic

Scenario 3: Accident Investigation & Insurance Administration

Applicable Stage

Post-traffic accident disposal

Accessible Data for Managers

• Accident footage

• Real-time driver status before collision

• Vehicle driving speed

• Complete GPS driving trajectory

• Exact vehicle location at the time of accident

This set of data greatly accelerates accident disposal progress.

Scenario 4: Intelligent Taxi Operation Optimization

Combined with the cloud platform, the system further realizes advanced operational functions:

• Driver safety scoring system

• Vehicle utilization rate data analysis

• Intelligent operation route optimization

• Remote unified fleet dispatch

• Full digitalized fleet operation management

Recommended YUWEI Intelligent DMS Management System for Taxis

Against the trend of intelligent and safe transformation in Vietnam’s taxi industry, traditional GPS positioning devices can no longer meet the demands of modern fleet management. Future taxi management requires an upgrade from single vehicle tracking to comprehensive intelligent management covering vehicles + drivers + road environment.

The YUWEI taxi fleet management system consists of a complete hardware and software suite:
**DMS Driver Monitoring Camera

• ADAS Intelligent Driving Assistance Module

• MDVR On-board Video Recorder

• GPS/BDS Dual Satellite Positioning

• Cloud-based Fleet Management Platform

This suite builds a full-stack intelligent taxi safety management system.

Powered by AI visual recognition technology, the system detects potential driving hazards in advance to improve overall taxi operation safety, cut corporate management costs and realize full digital and intelligent upgrading of fleets.

For Vietnam’s market undergoing vehicle renovation, smart transportation construction and large-scale deployment of new energy taxis, the YUWEI DMS solution delivers reliable, high-efficiency and scalable intelligent fleet management capabilities.

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